Probability, stochastic processes, and queueing theory : the mathematics of computer performance modelling /

This textbook provides a comprehensive introduction to probability and stochastic processes, and shows how these subjects may be applied in computer performance modeling. The author's aim is to derive probability theory in a way that highlights the complementary nature of its formal, intuitive,...

Description complète

Détails bibliographiques
Cote:Libro Electrónico
Auteur principal: Nelson, Randolph
Format: Électronique eBook
Langue:Inglés
Publié: New York : Springer-Verlag, [1995]
Sujets:
Probabilities.
Stochastic processes.
Queuing theory.
Probability
Stochastic Processes
Probabilités.
Processus stochastiques.
Théorie des files d'attente.
probability.
Probabilities
Queuing theory
Stochastic processes
Wachttijdproblemen.
Stochastische processen.
Files d'attente, théorie des.
Accès en ligne:Texto completo
Table des matières:
  • 1. Introduction
  • I. Probability. 2. Randomness and Probability. 3. Combinatorics. 4. Random Variables and Distributions. 5. Expectation and Fundamental Theorems
  • II. Stochastic Processes. 6. The Poisson Process and Renewal Theory. 7. The M/G/1 Queue. 8. Markov Processes. 9. Matrix Geometric Solutions. 10. Queueing Networks. 11. Epilogue and Special Topics
  • A. Types of Randomness
  • B. Combinatorial Equalities and Inequalities
  • C. Tables of Laplace Transforms and Generating Functions
  • D. Limits and Order Relationships
  • E. List of Common Summations.

Documents similaires